Tag: memory utilization

  • AWS News Blog: AWS Weekly Roundup: SQS fair queues, CloudWatch generative AI observability, and more (July 28, 2025)

    Source URL: https://aws.amazon.com/blogs/aws/aws-weekly-roundup-sqs-fair-queues-cloudwatch-generative-ai-observability-and-more-july-28-2025/ Source: AWS News Blog Title: AWS Weekly Roundup: SQS fair queues, CloudWatch generative AI observability, and more (July 28, 2025) Feedly Summary: To be honest, I’m still recovering from the AWS Summit in New York, doing my best to level up on launches like Amazon Bedrock AgentCore (Preview) and Amazon Simple Storage…

  • Cloud Blog: Delivering an application-centric, AI-powered cloud for developers and operators

    Source URL: https://cloud.google.com/blog/products/application-development/an-application-centric-ai-powered-cloud/ Source: Cloud Blog Title: Delivering an application-centric, AI-powered cloud for developers and operators Feedly Summary: Today we’re unveiling new AI capabilities to help cloud developers and operators at every step of the application lifecycle. We are doing this by: Putting applications at the center of your cloud experience, abstracting away the infrastructure…

  • Cloud Blog: Speed up checkpoint loading time at scale using Orbax on JAX

    Source URL: https://cloud.google.com/blog/products/compute/unlock-faster-workload-start-time-using-orbax-on-jax/ Source: Cloud Blog Title: Speed up checkpoint loading time at scale using Orbax on JAX Feedly Summary: Imagine training a new AI / ML model like Gemma 3 or Llama 3.3 across hundreds of powerful accelerators like TPUs or GPUs to achieve a scientific breakthrough. You might have a team of powerful…

  • Cloud Blog: Optimizing image generation pipelines on Google Cloud: A practical guide

    Source URL: https://cloud.google.com/blog/products/ai-machine-learning/guide-to-optimizing-image-generation-pipelines/ Source: Cloud Blog Title: Optimizing image generation pipelines on Google Cloud: A practical guide Feedly Summary: Generative AI diffusion models such as Stable Diffusion and Flux produce stunning visuals, empowering creators across various verticals with impressive image generation capabilities. However, generating high-quality images through sophisticated pipelines can be computationally demanding, even with…

  • Hacker News: Uncovering Real GPU NoC Characteristics: Implications on Interconnect Arch.

    Source URL: https://people.ece.ubc.ca/aamodt/publications/papers/realgpu-noc.micro2024.pdf Source: Hacker News Title: Uncovering Real GPU NoC Characteristics: Implications on Interconnect Arch. Feedly Summary: Comments AI Summary and Description: Yes Summary: The text provides a detailed examination of the Network-on-Chip (NoC) architecture in modern GPUs, particularly analyzing interconnect latency and bandwidth across different generations of NVIDIA GPUs. It discusses the implications…

  • Hacker News: Kubernetes horizontal pod autoscaling powered by an OpenTelemetry-native tool

    Source URL: https://www.dash0.com/blog/autoscaling-your-kubernetes-application-with-dash0 Source: Hacker News Title: Kubernetes horizontal pod autoscaling powered by an OpenTelemetry-native tool Feedly Summary: Comments AI Summary and Description: Yes Summary: The text provides an in-depth analysis of the Horizontal Pod Autoscaler (HPA) in Kubernetes and its ability to automate application scaling based on telemetry data, emphasizing the importance of application-level…